/**
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 2 of the License, or
 * (at your option) any later version.
 * 
 *  This program is distributed in the hope that it will be useful,
 *  but WITHOUT ANY WARRANTY; without even the implied warranty of
 *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *  GNU General Public License for more details.
 *  
 *  You should have received a copy of the GNU General Public License
 *  along with this program; if not, write to the Free Software
 *  Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
 */
package org.cspoker.ai.opponentmodels.weka.instances;

import org.cspoker.ai.opponentmodels.weka.PlayerData;
import org.cspoker.ai.opponentmodels.weka.Propositionalizer;

import weka.core.Instance;

public class ShowdownInstances extends InstancesBuilder{

	private final static String attributes = 
		"@attribute gameCount integer"+nl+
		"@attribute potSize real"+nl+
		"@attribute logPotSize real"+nl+
		"@attribute stackSize real"+nl+
		"@attribute log1pStackSize real"+nl+
		"@attribute nbSeatedPlayers integer"+nl+
		"@attribute nbActivePlayers integer"+nl+
		"@attribute activePlayerRatio real"+nl+
		"@attribute betFrequency real"+nl+
		"@attribute foldFrequency real"+nl+
		"@attribute callFrequency real"+nl+
		"@attribute raiseFrequency real"+nl+
		"@attribute nbAllPlayerBetRaise integer"+nl+
		"@attribute nbPlayerBetRaise integer"+nl+
		"@attribute nbPlayerPreFlopBetRaise integer"+nl+
		"@attribute nbPlayerPostFlopBetRaise integer"+nl+
		"@attribute nbPlayerFlopBetRaise integer"+nl+
		"@attribute nbPlayerTurnBetRaise integer"+nl+
		"@attribute nbPlayerRiverBetRaise integer"+nl+
		"@attribute allPlayerBetRaiseAmount integer"+nl+
		"@attribute playerBetRaiseAmount integer"+nl+
		"@attribute playerPreFlopBetRaiseAmount integer"+nl+
		"@attribute playerPostFlopBetRaiseAmount integer"+nl+
		"@attribute playerFlopBetRaiseAmount integer"+nl+
		"@attribute playerTurnBetRaiseAmount integer"+nl+
		"@attribute playerRiverBetRaiseAmount integer"+nl+
		"@attribute allPlayerBetsAmount integer"+nl+
		"@attribute playerBetsAmount integer"+nl+
		"@attribute playerPreFlopBetsAmount integer"+nl+
		"@attribute playerPostFlopBetsAmount integer"+nl+
		"@attribute playerFlopBetsAmount integer"+nl+
		"@attribute playerTuretsAmount integer"+nl+
		"@attribute playerRiverBetsAmount integer"+nl+
		"@attribute allPlayerRaisesAmount integer"+nl+
		"@attribute playerRaisesAmount integer"+nl+
		"@attribute playerPreFlopRaisesAmount integer"+nl+
		"@attribute playerPostFlopRaisesAmount integer"+nl+
		"@attribute playerFlopRaisesAmount integer"+nl+
		"@attribute playerTurnRaisesAmount integer"+nl+
		"@attribute playerRiverRaisesAmount integer"+nl+
		"@attribute relNbPlayerBetRaise integer"+nl+
		"@attribute relNbPlayerPreFlopBetRaise integer"+nl+
		"@attribute relNbPlayerPostFlopBetRaise integer"+nl+
		"@attribute relNbPlayerFlopBetRaise integer"+nl+
		"@attribute relNbPlayerTurnBetRaise integer"+nl+
		"@attribute relNbPlayerRiverBetRaise integer"+nl+
		"@attribute relPlayerBetRaiseAmount integer"+nl+
		"@attribute relPlayerPreFlopBetRaiseAmount integer"+nl+
		"@attribute relPlayerPostFlopBetRaiseAmount integer"+nl+
		"@attribute relPlayerFlopBetRaiseAmount integer"+nl+
		"@attribute relPlayerTurnBetRaiseAmount integer"+nl+
		"@attribute relPlayerRiverBetRaiseAmount integer"+nl+
		"@attribute nbPlayerPreFlopBetRaiseTable integer"+nl+
		"@attribute nbPlayerPostFlopBetRaiseTable integer"+nl+
		"@attribute nbPlayerFlopBetRaiseTable integer"+nl+
		"@attribute nbPlayerTurnBetRaiseTable integer"+nl+
		"@attribute nbPlayerRiverBetRaiseTable integer"+nl+
		"@attribute playerPreFlopBetRaiseAmountTable integer"+nl+
		"@attribute playerPostFlopBetRaiseAmountTable integer"+nl+
		"@attribute playerFlopBetRaiseAmountTable integer"+nl+
		"@attribute playerTurnBetRaiseAmountTable integer"+nl+
		"@attribute playerRiverBetRaiseAmountTable integer"+nl+
		"@attribute lastActionWasBetRaise {false,true}"+nl+
		"@attribute VPIP real"+nl+
		"@attribute PFR real"+nl+
		"@attribute AF real"+nl+
		"@attribute AFq real"+nl+
		"@attribute logAFAmount real"+nl+
		"@attribute WtSD real"+nl+
		"@attribute opponentVPIP real"+nl+
		"@attribute opponentPFR real"+nl+
		"@attribute opponentAF real"+nl+
		"@attribute opponentAFq real"+nl+
		"@attribute opponentLogAFAmount real"+nl+
		"@attribute opponentWtSD real"+nl;


	public ShowdownInstances(String name, String targets) {
		super(name, attributes, targets);
	}

	public Instance getUnclassifiedInstance(Propositionalizer prop, Object actor) {
		PlayerData p = prop.getPlayers().get(actor);
		Instance instance = new Instance(length);
		
		instance.setDataset(dataset);

		instance.setValue(0, p.getGameCount());
		// Amounts
		instance.setValue(1, prop.getRelativePotSize());
		instance.setValue(2, (float)Math.log(prop.getRelativePotSize()));
		instance.setValue(3, p.getRelativeStack());
		instance.setValue(4, (float)Math.log1p(p.getRelativeStack()));
		// Player count
		instance.setValue(5, prop.getNbSeatedPlayers());
		instance.setValue(6, prop.getNbActivePlayers());
		instance.setValue(7, prop.getActivePlayerRatio());
		// Global player frequencies
		instance.setValue(8, p.getGlobalStats().getBetFrequency(4));
		instance.setValue(9, p.getGlobalStats().getFoldFrequency(4));
		instance.setValue(10, p.getGlobalStats().getCallFrequency(4));
		instance.setValue(11, p.getGlobalStats().getRaiseFrequency(4));
		//BetRaise counts
		instance.setValue(12, prop.getTableGameStats().getNbBetsRaises());
		instance.setValue(13, p.getGameStats().getNbBetsRaises());
		instance.setValue(14, p.getGameStats().getNbBetsRaisesPreFlop());
		instance.setValue(15, p.getGameStats().getNbBetsRaisesPostFlop());
		instance.setValue(16, p.getGameStats().getNbBetsRaisesFlop());
		instance.setValue(17, p.getGameStats().getNbBetsRaisesTurn());
		instance.setValue(18, p.getGameStats().getNbBetsRaisesRiver());
		//BetRaise amount
		instance.setValue(19, (float)prop.getTableGameStats().getTotalBetRaiseAmount());
		instance.setValue(20, (float)p.getGameStats().getTotalBetRaiseAmount());
		instance.setValue(21, (float)p.getGameStats().getBetRaiseAmountPreFlop());
		instance.setValue(22, (float)p.getGameStats().getBetRaiseAmountPostFlop());
		instance.setValue(23, (float)p.getGameStats().getBetRaiseAmountFlop());
		instance.setValue(24, (float)p.getGameStats().getBetRaiseAmountTurn());
		instance.setValue(25, (float)p.getGameStats().getBetRaiseAmountRiver());
		//Bet amount
		instance.setValue(26, (float)prop.getTableGameStats().getTotalBetAmount());
		instance.setValue(27, (float)p.getGameStats().getTotalBetAmount());
		instance.setValue(28, (float)p.getGameStats().getBetAmountPreFlop());
		instance.setValue(29, (float)p.getGameStats().getBetAmountPostFlop());
		instance.setValue(30, (float)p.getGameStats().getBetAmountFlop());
		instance.setValue(31, (float)p.getGameStats().getBetAmountTurn());
		instance.setValue(32, (float)p.getGameStats().getBetAmountRiver());
		//Raise amount
		instance.setValue(33, (float)prop.getTableGameStats().getTotalRaiseAmount());
		instance.setValue(34, (float)p.getGameStats().getTotalRaiseAmount());
		instance.setValue(35, (float)p.getGameStats().getRaiseAmountPreFlop());
		instance.setValue(36, (float)p.getGameStats().getRaiseAmountPostFlop());
		instance.setValue(37, (float)p.getGameStats().getRaiseAmountFlop());
		instance.setValue(38, (float)p.getGameStats().getRaiseAmountTurn());
		instance.setValue(39, (float)p.getGameStats().getRaiseAmountRiver());
		// Relative BetRaise counts
		instance.setValue(40, prop.rel(p.getGameStats().getNbBetsRaises(),prop.getTableGameStats().getNbBetsRaises()));
		instance.setValue(41, prop.rel(p.getGameStats().getNbBetsRaisesPreFlop(),prop.getTableGameStats().getNbBetsRaisesPreFlop()));
		instance.setValue(42, prop.rel(p.getGameStats().getNbBetsRaisesPostFlop(),prop.getTableGameStats().getNbBetsRaisesPostFlop()));
		instance.setValue(43, prop.rel(p.getGameStats().getNbBetsRaisesFlop(),prop.getTableGameStats().getNbBetsRaisesFlop()));
		instance.setValue(44, prop.rel(p.getGameStats().getNbBetsRaisesTurn(),prop.getTableGameStats().getNbBetsRaisesTurn()));
		instance.setValue(45, prop.rel(p.getGameStats().getNbBetsRaisesRiver(),prop.getTableGameStats().getNbBetsRaisesRiver()));
		// Relative BetRaise amounts
		instance.setValue(46, prop.rel(p.getGameStats().getTotalBetRaiseAmount(),prop.getTableGameStats().getTotalBetRaiseAmount()));
		instance.setValue(47, prop.rel(p.getGameStats().getBetRaiseAmountPreFlop(),prop.getTableGameStats().getBetRaiseAmountPreFlop()));
		instance.setValue(48, prop.rel(p.getGameStats().getBetRaiseAmountPostFlop(),prop.getTableGameStats().getBetRaiseAmountPostFlop()));
		instance.setValue(49, prop.rel(p.getGameStats().getBetRaiseAmountFlop(),prop.getTableGameStats().getBetRaiseAmountFlop()));
		instance.setValue(50, prop.rel(p.getGameStats().getBetRaiseAmountTurn(),prop.getTableGameStats().getBetRaiseAmountTurn()));
		instance.setValue(51, prop.rel(p.getGameStats().getBetRaiseAmountRiver(),prop.getTableGameStats().getBetRaiseAmountRiver()));
		//Table BetRaise counts
		instance.setValue(52, prop.getTableGameStats().getNbBetsRaisesPreFlop());
		instance.setValue(53, prop.getTableGameStats().getNbBetsRaisesPostFlop());
		instance.setValue(54, prop.getTableGameStats().getNbBetsRaisesFlop());
		instance.setValue(55, prop.getTableGameStats().getNbBetsRaisesTurn());
		instance.setValue(56, prop.getTableGameStats().getNbBetsRaisesRiver());
		//Table BetRaise amount
		instance.setValue(57, (float)prop.getTableGameStats().getBetRaiseAmountPreFlop());
		instance.setValue(58, (float)prop.getTableGameStats().getBetRaiseAmountPostFlop());
		instance.setValue(59, (float)prop.getTableGameStats().getBetRaiseAmountFlop());
		instance.setValue(60, (float)prop.getTableGameStats().getBetRaiseAmountTurn());
		instance.setValue(61, (float)prop.getTableGameStats().getBetRaiseAmountRiver());
		// Other
		instance.setValue(62, p.isLastActionWasRaise()+"");
		// PT Stats
		instance.setValue(63, p.getVPIP(4));
		instance.setValue(64, p.getPFR(4));
		instance.setValue(65, p.getGlobalStats().getAF(5));
		instance.setValue(66, p.getGlobalStats().getAFq(5));
		instance.setValue(67, (float)Math.log(p.getGlobalStats().getAFAmount(5)));
		instance.setValue(68, p.getWtSD(4));
		// Table PT stat averages
		instance.setValue(69, prop.getAverageVPIP(p,4));
		instance.setValue(70, prop.getAveragePFR(p,4));
		instance.setValue(71, prop.getAverageAF(p,5));
		instance.setValue(72, prop.getAverageAFq(p,5));
		instance.setValue(73, prop.getAverageAFAmount(p,5));
		instance.setValue(74, prop.getAverageWtSD(p,4));
		return instance;
	}

}
